Abstract is missing.
- Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease DiagnosisFerlin Maria, Klawikowska Zuzanna, Niemierko Julia, Grzywinska Malgorzata, Kwasigroch Arkadiusz, Szurowska Edyta, Grochowski Michal. 3-16 [doi]
- Machine-Aided Detection of SARS-CoV-2 from Complete Blood CountBarbara Klaudel, Aleksander Obuchowski, Malgorzata Dabrowska, Kornelia Salaga-Zaleska, Zdzislaw Kowalczuk. 17-28 [doi]
- Automatic Breath Analysis System Using Convolutional Neural NetworksZdzislaw Kowalczuk, Michal Czubenko, Michal Bosak. 29-41 [doi]
- Bridging Functional Model of Arterial Oxygen with Information of Venous Blood Gas: Validating Bioprocess Soft Sensor on Human RespirationBenas Kemesis, Renaldas Urniezius, Tomas Kondratas, Lina Jankauskaite, Deividas Masaitis, Povilas Babilius. 42-51 [doi]
- COVID-19 Severity Forecast Based on Machine Learning and Complete Blood Count DataBarbara Klaudel, Aleksander Obuchowski, Roman Karski, Bartosz Rydzinski, Patryk Jasik, Zdzislaw Kowalczuk. 52-62 [doi]
- Computer Diagnosis of Color Vision Deficiencies Using a Mobile DeviceNatalia Wcislo, Michal Szczepanik, Ireneusz J. Józwiak. 63-70 [doi]
- Simulation Model and Scenarios for Testing Detectability of Cyberattacks in Industrial Control SystemsMichal Syfert, Jan Maciej Kóscielny, Jakub Mozaryn, Andrzej W. Ordys, Pawel Wnuk. 73-84 [doi]
- Functional Safety Management in Hazardous Process Installations Regarding the Role of Human Operators Interacting with the Control and Alarm SystemsKazimierz T. Kosmowski. 85-99 [doi]
- Controller Modelling as a Tool for Cyber-Attacks DetectionAnna Sztyber, Zuzanna Górecka, Jan Maciej Kóscielny, Michal Syfert. 100-111 [doi]
- Comparison of Traditional and Elliptic Curves Digital Signatures Providing the Same Security LevelMaria Baczynska-Wilkowska. 112-123 [doi]
- Fundamental Concepts of Modeling Computer Security in Cyberphysical SystemsJanusz Zalewski. 124-138 [doi]
- Training of Deep Learning Models Using Synthetic DatasetsZdzislaw Kowalczuk, Jan Glinko. 141-152 [doi]
- Autonomous Perception and Grasp Generation Based on Multiple 3D Sensors and Deep LearningZdzislaw Kowalczuk, Jan Glinko. 153-166 [doi]
- Open-Set Speaker Identification Using Closed-Set Pretrained EmbeddingsMichal Affek, Marek S. Tatara. 167-177 [doi]
- Condition-Based Monitoring of DC Motors Performed with AutoencodersKrzysztof Wlódarczak, Lukasz Grzymkowski, Tomasz P. Stefanski. 178-189 [doi]
- Estimation of Mass Flow Rates of Two-Phase Flow Using Convolutional Neural NetworksM. F. Rocha-Mancera, S. Arce-Benítez, L. Torres, J. E. G. Vázquez. 190-201 [doi]
- Recurrent Neural Network Based Adaptive Variable-Order Fractional PID Controller for Small Modular Reactor Thermal Power ControlBartosz Puchalski, Tomasz Adam Rutkowski, Jaroslaw Tarnawski, Tomasz Karla. 202-214 [doi]
- LSTM Model-Based Fault Detection for Electric Vehicle's Battery PacksGrzegorz Wójcik, Piotr Przystalka. 217-229 [doi]
- Remaining Useful Life Prediction of the Li-Ion BatteriesBogdan Lipiec, Marcin Mrugalski, Marcin Witczak. 230-241 [doi]
- Detection of Multiple Leaks in Liquid Transmission Pipelines Using Static Flow ModelPawel Ostapkowicz, Andrzej Bratek. 242-253 [doi]
- Application of Bayesian Functional Gaussian Mixture Model Classifier for Cable Fault IsolationJerzy Baranowski. 254-265 [doi]
- Verification and Benchmarking in MPA Coprocessor Design ProcessTomasz P. Stefanski, Kamil Rudnicki, Wojciech Zebrowski. 266-277 [doi]
- Sensor Fault Analysis of an Isolated Photovoltaic GeneratorOusmane W. Compaore, Ghaleb Hoblos, Zacharie Koalaga. 278-290 [doi]
- A Set-Based Uncertainty Quantification of Evolving Fuzzy Models for Data-Driven PrognosticsKhoury Boutrous, Iury Bessa, Fatiha Nejjari, Vicenç Puig. 293-304 [doi]
- Qualia: About Personal Emotions Representing Temporal Form of Impressions - Implementation Hypothesis and Application ExampleZdzislaw Kowalczuk, Michal Czubenko, Marlena Gruba. 305-316 [doi]
- Resistant to Correlated Noise and Outliers Discrete Identification of Continuous Non-linear Non-stationary Dynamic ObjectsJanusz Kozlowski, Zdzislaw Kowalczuk. 317-327 [doi]
- Neural Modelling of Dynamic Systems with Time Delays Based on an Adjusted NEAT AlgorithmKrzysztof Laddach, Rafal Langowski. 328-339 [doi]
- A Model-Based Approach for Testing Automotive Embedded Systems - A Preliminary StudyAnna Gnacy-Gajdzik, Marcin Gajdzik, Piotr Przystalka, Kamil Sternal. 340-351 [doi]
- An Analysis of Observability and Detectability for Different Sets of Measured Outputs - CSTR Case StudyMateusz Czyzniewski, Rafal Langowski. 352-363 [doi]
- The 'Sense and Avoid' Aircraft System Based-on a Monocular Camera as the Last Chance to Prevent AccidentsPeter Bauer. 367-385 [doi]
- Dynamic Positioning Capability Assessment for Ship Design PurposesAgnieszka Pieklo, Anna Witkowska, Tomasz Zubowicz. 386-397 [doi]
- Degradation Tolerant Optimal Control Design for Linear Discrete-Times SystemsSoha Kanso, Mayank Shekhar Jha, Didier Theilliol. 398-409 [doi]
- A Predictive Fault-Tolerant Tracking Control for Constrained Dynamic SystemsNorbert Kukurowski, Marcin Mrugalski, Marcin Witczak. 410-422 [doi]
- A New Version of the On-Line Adaptive Non-standard Identification Procedure for Continuous-Time MISO Physical ProcessesWitold Byrski, Michal Drapala. 423-436 [doi]
- Autonomous Systems Incidentally Controlled by a Remote OperatorWojciech Moczulski. 437-448 [doi]